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Application of advanced data analytics in the audit process (CROSBI ID 70375)

Prilog u knjizi | ostalo | međunarodna recenzija

Mršić, Leo ; Petračić, Sanja ; Balković, Mislav Application of advanced data analytics in the audit process // Intelligent Computing and Optimization - Proceedings of the 2nd International Conference on Intelligent Computing and Optimization 2019 (ICO 2019) / Pandian Vasant, Ivan Zelinka, Gerhard-Wilhelm Weber (ur.). Zürich: Springer, 2020. str. 521-530 doi: 10.1007/978-3-030-33585-4_51

Podaci o odgovornosti

Mršić, Leo ; Petračić, Sanja ; Balković, Mislav

engleski

Application of advanced data analytics in the audit process

The audit profession has not changed much through history. Impact of technology and advanced analytics applied in audits today can be best shown through banking audits and loan review process. Several authors designed tools to leverage the power of advanced analytics, to identify and analyze risks in loan portfolios, to inspect data integrity, prepare a tailored audit plan, and to communicate the results of audits to clients with more impact and insight. After deployment of such tools, audit of the loan review process is going through change, especially in time resources that are saved. Instead of testing a limited number of randomly selected samples, auditors can toady analyze in detail the entire population of transactions. While it is clear that lower level accounting and auditing skills can easily be replaced by technology, human ability to understand, interpret and react in a business situation cannot be replaced by technology.

Smart audit, Audit, Data analytics, Advanced visualization, Process automatization, Artificial intelligence

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Podaci o prilogu

521-530.

objavljeno

10.1007/978-3-030-33585-4_51

Podaci o knjizi

Intelligent Computing and Optimization - Proceedings of the 2nd International Conference on Intelligent Computing and Optimization 2019 (ICO 2019)

Pandian Vasant, Ivan Zelinka, Gerhard-Wilhelm Weber

Zürich: Springer

2020.

978-3-030-33585-4

Povezanost rada

Informacijske i komunikacijske znanosti, Računarstvo

Poveznice